explainable-ai

Documents about explainable-ai

• Data-driven sampling strategies for fine-tuning bird detection models#354048HAL (France)
• Privacy-preserving intrusion detection in IoT smart homes using a federated hybrid 1D-CNN-LSTM model with explainable AI.#653526NCBI PubMed Central
• Oscillating Heat Transfer Prediction in Porous Structures Using Generative AI-Assisted Explainable Machine Learning#920829arXiv (OAI Expanded)
• Oscillating Heat Transfer Prediction in Porous Structures Using Generative AI-Assisted Explainable Machine Learning#925063arXiv (All)
• Privacy-aware adversarial defense with explainable AI for adversarial robustness in AI model#824312Springer Nature OA
• Explainable AI for Jet Tagging: A Comparative Study of GNNExplainer, GNNShap, and GradCAM for Jet Tagging in the Lund Jet Plane#141472arXiv CS
• Artificial intelligence adoption in French cardiovascular care: a multiprofessional survey of barriers and facilitators#194469HAL (France)
• Justice Lens: An AI-Powered Legal Assistant for Simplifying Indian Law#990597Zenodo (CERN)
• Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI#7105OpenAlex
• Abnormality Detection and Failure Prediction Using Explainable Bayesian Deep Learning: Methodology and Case Study with Industrial Data#163482WIPO
• Explainable AI for Healthcare 5.0: Opportunities and Challenges#199649OpenAlex
• Quantitative comparison of explainable AI methods for interpreting deep learning–based classification of 3D gait kinematics#218066HAL (France)
• Predicting and Decoding Allosteric Binding Sites Using Protein Language Models and Structure-Based Machine Learning: An Energy Landscape-Guided Explainable AI Framework.#239717NCBI PubMed Central
• Un-Prompted: Promoting AI literacy through alternative interaction & experience#274601Iowa State University Digital Repository
• Can explainable AI scaffolding reduce cognitive load and enhance embodied expression? A quasi-experimental study of multilingual vocal learning in Bel Canto education.#351443NCBI PubMed Central
• Personalised machine learning for driver distraction prediction#459128Research Online
• Explainable AI for Bioinformatics: Methods, Tools and Applications#679257OpenAlex
• NOTAI.AI: Explainable Detection of Machine-Generated Text via Curvature and Feature Attribution#927247arXiv (All)
• Effects of Explanations in Human-AI Interaction: A Systematic Review and Framework for Future Research on Explainable AI#156480Springer Nature OA
• Explainable AI-driven comparative analysis of machine learning models for predicting HIV viral nonsuppression in Ugandan patients : retrospective cross-sectional study#425973University of Pretoria Repository
• Improving Liver Fibrosis Diagnosis in Primary Care Using FibroX AI#845581ClinicalTrials.gov
• A Unified Bayesian Framework for Accurate, Fair, and Uncertainty-Calibrated Healthcare Insurance Pricing#320933SWU eJournals System
• Platform workers not by chance: Exploring the digital labour markets in Italy with machine learning and explainable AI#327592PLOS
• Explainable AI-Driven Cyber Risk Analytics and Model Reliability Assessment for Intelligent Governance of U.S. Critical Infrastructure: An XGBoost and SHAP-Based Intrusion Detection Framework#259361arXiv CS
• MCES-CNN: A Hybrid Meta-classification Framework with Explainable AI for Enhanced IoT Intrusion Detection#379336Springer Nature OA
• Supplementary Files#458437Figshare
• Explainable AI under contract and tort law: legal incentives and technical challenges#461800OpenAlex
• Explainable AI-driven edge–cloud framework for cluster-based predictive cyber threat detection in IIoT-enabled internet of vehicles#626796Springer Nature OA
• Machine learning for predicting institutionalization and mortality risks among older home care recipients with routinely collected need assessment data: explainable AI for long-term care.#685767NCBI PubMed Central
• Clinical usability of an explainable AI decision support tool and evaluation of multimodal models in NSCLC#781882Springer Nature OA
• Integrating machine learning and explainable AI for employee attrition prediction in HR analytics#1053144Europe PMC
• Correction: Al-bakri et al. A Hybrid Explainable AI Framework (HXAI) for Accurate and Interpretable Diagnosis of Alzheimer's Disease. Diagnostics 2025, 15, 3118.#12974NCBI PubMed Central
• ARTIFICIAL INTELLIGENCE DRIVEN FINANCIAL RISK PREDICTION AND FRAUD DETECTION IN MODERN BANKING SYSTEMS#210160Zenodo (CERN)
• IMV-sLSTM: An Intrinsically Interpretable Architecture for Network Intrusion Detection Systems#332997DigitalCommons@CalPoly
• <b>GeoProbe</b>: Probing the Geospatial Theoretical Understanding of Large Language Models#359827Figshare
• Prospective Study of an Explainable AI Tool to Support Biliopancreatic Limb Selection in One-Anastomosis Gastric Bypass#827069ClinicalTrials.gov
• MACHINE LEARNING APPROACHES FOR FRAUD DETECTION IN FINANCIAL NETWORKS#28968DataCite
• MACHINE LEARNING APPROACHES FOR FRAUD DETECTION IN FINANCIAL NETWORKS#28969DataCite
• Artificial intelligence and wearable sensors in sports injury risk prediction: current status and future perspectives#127512Europe PMC
• Nested Formula Framework (NFF): A Hierarchical Framework for Mathematical Discovery Through Recursive Coefficient Nesting#298175Zenodo (CERN)
• Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI#335693OpenAlex
• What do we need to build explainable AI systems for the medical domain?#335709OpenAlex
• LexAI: Multi-Agent Legal Reasoning Platform Using RAG#212719Zenodo (CERN)
• A Comparative Analysis of Explainable AI (XAI) Techniques for Transparent and Reliable Image Classification#355124ODU Digital Commons
• GazeXPErT: An Expert Eye-tracking Dataset for Interpretable and Explainable AI in Oncologic FDG-PET/CT Scans#623236arXiv (OAI Expanded)
• GazeXPErT: An Expert Eye-tracking Dataset for Interpretable and Explainable AI in Oncologic FDG-PET/CT Scans#625509arXiv (All)
• An Explainable AI Multi-Agent Recommender System for Financial Document Access Control#130589Springer Nature OA
• Bridging Domains: Advances in Explainable, Automated, and Privacy-Preserving AI for Computer Science and Cybersecurity#199242OpenAlex
• User Study of Explanations for the Outcomes of Goal Recognition Systems#296731Figshare
• Detecting adversarial evasion in deep learning intrusion detection systems using explainable AI#372662Springer Nature OA